Production RAG Architecture — Wiring Everything Together

1. 1Design a unified Azure service to connect multiple RAG components
2. 2Implement observability and circuit breakers to handle high query volumes
3. 3Deploy the RAG architecture using a pattern that handles 100K queries per day
4. 4Integrate hybrid retrieval with three retrieval systems and RRF fusion
5. 5Use contextual compression with three strategies and HyDE query expansion

This article is relevant for AI architects, software engineers, and DevOps teams working on large-scale AI projects, particularly those involving RAG (Retrieval-Augmentation-Generation) architectures.

💡 A well-designed RAG architecture requires careful consideration of observability, circuit breakers, and deployment patterns to handle high query volumes.

💡 Learn how to build a production-ready RAG architecture that handles 100K queries per day! #RAG #AI #Azure